📰 AI Newsletter Generator 🚀 AI Newsletter Generator is an Apify Actor that automatically curates and generates professional AI and Data Analytics newsletters using Tavily Search and LLM-powered content creation. It leverages: - 🔍 Tavily Search API for gathering the latest AI-related news. - 🧠 OpenAI GPT models for writing well-structured newsletters. - 📜 Multiple refinement prompts for improving clarity and engagement. - ⚙ Apify Actor framework for automation. --- ## 🏆 Features ✔ AI News Aggregation – Fetches the latest news on AI topics. ✔ Structured Summarization – Extracts key insights from news articles. ✔ Professional Newsletter Writing – Generates a clear and engaging newsletter. ✔ Refinement & Engagement Enhancement – Makes content concise and lively. ✔ Markdown Reports – Auto-saved to Apify Key-Value Store. --- ## 🚀 How It Works 1️⃣ Search for AI News – Uses Tavily Search API to find relevant articles. 2️⃣ Summarize Key Insights – Extracts main takeaways from articles. 3️⃣ Generate Newsletter – Uses an LLM to write a well-structured newsletter. 4️⃣ Refine & Enhance – Improves clarity and makes it engaging. 5️⃣ Save & Store – Saves the final report in Markdown format. --- ## 📦 Installation & Setup ### 1️⃣ Clone the Repository bash git clone https://github.com/yourusername/ai-newsletter.git cd ai-newsletter ### 2️⃣ Create a Virtual Environment (Optional) bash python -m venv .venv source .venv/bin/activate # On Windows: .venv\Scripts\activate ### 3️⃣ Install Dependencies bash pip install -r requirements.txt ### 4️⃣ Set API Keys Create a .env file and add your API keys: ini OPENAI_API_KEY=your-openai-key --- ## 🎯 How to Run Locally bash apify run --input-file=input.json 📜 Example input.json json { "topic": "Latest AI Breakthroughs in 2025" } --- ## 🛠 Project Structure ai-newsletter/ │── src/ │ ├── main.py # Apify Actor entry point │ ├── tools.py # Tavily search & summarization tools │ ├── prompts.py # LLM prompt templates │ ├── models.py # Pydantic data models │ ├── newsletter.md # Generated newsletter │── .venv/ # Virtual environment (optional) │── requirements.txt # Python dependencies │── README.md # Project documentation │── input.json # Example input format │── .env # API keys (gitignore this file) --- ## Example Newsletter Output ## 📰 AI Weekly Newsletter ## 🔍 Executive Summary AI continues to revolutionize industries with breakthroughs in GPT-5, AI-powered healthcare, and autonomous robotics. ## 🏆 Latest AI Breakthroughs ### 📌 OpenAI Introduces GPT-5 GPT-5 is set to redefine AI with improved reasoning, efficiency, and multimodal capabilities. (Source) ### 🤖 AI-Powered Healthcare AI models are now diagnosing diseases more accurately than doctors in early trials. (Source) ### 🚀 Self-Driving Cars Advance Tesla and Waymo report record autonomous miles driven with AI-powered navigation. (Source) ## 🎯 Key Takeaways - AI is evolving rapidly, impacting industries globally. - Ethical considerations are critical as AI integrates into daily life. - Businesses are racing to deploy AI-driven solutions. --- 📌 Generated by AI Newsletter Generator. Stay informed!